Adaptive Autonomous Navigation of Multiple Optoelectronic Microrobots in Dynamic Environments

被引:3
|
作者
Mennillo, Laurent [1 ]
Bendkowski, Christopher
Elsayed, Mohamed [2 ]
Edwards, Harrison [2 ]
Zhang, Shuailong [3 ,4 ]
Pawar, Vijay
Wheeler, Aaron R. [2 ]
Stoyanov, Danail [5 ]
Shaw, Michael [1 ,6 ]
机构
[1] UCL, London WC1E 6BT, England
[2] Univ Toronto, Toronto, ON M5S 3H6, Canada
[3] Beijing Inst Technol, Sch Mech Engn, Beijing 100081, Peoples R China
[4] Beijing Inst Technol, Beijing Adv Innovat Ctr Intelligent Robots & Syst, Beijing 100081, Peoples R China
[5] UCL, Wellcome EPSRC Ctr Intervent & Surg Sci WEISS, London W1W 7TS, England
[6] Natl Phys Lab, Teddington TW11 0LW, Middx, England
来源
基金
加拿大自然科学与工程研究理事会; 英国经济与社会研究理事会;
关键词
Micro/Nano robots; multi-robot systems; autono- mous agents; visual servoing; motion and path planning; CALIBRATION;
D O I
10.1109/LRA.2022.3194308
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
The optoelectronic microrobot is an advanced light-controlled micromanipulation technology which has particular promise for collecting and transporting sensitive microscopic objects such as biological cells. However, wider application of the technology is currently limited by a reliance on manual control and a lack of methods for simultaneous manipulation of multiple microrobotic actuators. In this letter, we present a computational framework for autonomous navigation of multiple optoelectronic microrobots in dynamic environments. Combining closed-loop visual-servoing, SLAM, real-time visual detection of microrobots and obstacles, dynamic path-finding and adaptive motion behaviors, this approach allows microrobots to avoid static and moving obstacles, and perform a range of tasks in real-world dynamic environments. The capabilities of the system are demonstrated through micromanipulation experiments in simulation and in real conditions using a custom built optoelectronic tweezer system.
引用
收藏
页码:11102 / 11109
页数:8
相关论文
共 50 条
  • [1] Autonomous Navigation of Magnetic Microrobots With Improved Planning and Control in Complex Environments
    Liu, Yueyue
    Wang, Haoyu
    Wu, Xiaoyu
    Qu, Juntian
    Liu, Xinyu
    Fan, Qigao
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 22 : 2421 - 2432
  • [2] Autonomous Navigation of Magnetic Microrobots With Improved Planning and Control in Complex Environments
    Liu, Yueyue
    Wang, Haoyu
    Wu, Xiaoyu
    Qu, Juntian
    Liu, Xinyu
    Fan, Qigao
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2025, 22 : 2421 - 2432
  • [3] Autonomous Navigation of Magnetic Microrobots With Improved Planning and Control in Complex Environments
    Liu, Yueyue
    Wang, Haoyu
    Wu, Xiaoyu
    Qu, Juntian
    Liu, Xinyu
    Fan, Qigao
    IEEE Transactions on Automation Science and Engineering, 2025, 22 : 2421 - 2432
  • [4] Spatial Constraint-Based Navigation and Emergency Replanning Adaptive Control for Magnetic Helical Microrobots in Dynamic Environments
    Zhong, Shihao
    Hou, Yaozhen
    Shi, Qing
    Li, Yang
    Huang, Hen-Wei
    Huang, Qiang
    Fukuda, Toshio
    Wang, Huaping
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2024, 21 (04) : 7180 - 7189
  • [5] Autonomous Navigation of Quadrotors in Dynamic Complex Environments
    Li, Ruocheng
    Xin, Bin
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2025, 72 (03) : 2790 - 2800
  • [6] Adaptive navigation of an omni-drive autonomous mobile robot in unstructured dynamic environments
    Melingui, A.
    Chettibi, T.
    Merzouki, R.
    Mbede, J. B.
    2013 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO), 2013, : 1924 - 1929
  • [7] PATH PLANNING AND CONTROL FOR AUTONOMOUS NAVIGATION OF SINGLE AND MULTIPLE MAGNETIC MOBILE MICROROBOTS
    Chowdhury, Sagar
    Jing, Wuming
    Jaron, Peter
    Cappelleri, David J.
    INTERNATIONAL DESIGN ENGINEERING TECHNICAL CONFERENCES AND COMPUTERS AND INFORMATION IN ENGINEERING CONFERENCE, 2015, VOL 4, 2016,
  • [8] Autonomous object harvesting using synchronized optoelectronic microrobots
    Bendkowski, Christopher
    Mennillo, Laurent
    Xu, Tao
    Elsayed, Mohamed
    Stojic, Filip
    Edwards, Harrison
    Zhang, Shuailong
    Morshead, Cindi
    Pawar, Vijay
    Wheeler, Aaron R.
    Stoyanov, Danail
    Shaw, Michael
    2021 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2021, : 7498 - 7504
  • [9] Optimized RRT Planning With CMA-ES for Autonomous Navigation of Magnetic Microrobots in Complex Environments
    Liu, Yueyue
    Hou, Zhe
    Qu, Juntian
    Liu, Xinyu
    Fan, Qigao
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2024, 29 (06) : 4826 - 4835
  • [10] Object Detection and Tracking for Autonomous Navigation in Dynamic Environments
    Ess, Andreas
    Schindler, Konrad
    Leibe, Bastian
    Van Gool, Luc
    INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2010, 29 (14): : 1707 - 1725